We provide a summary of the workshop on Useful Patterns (UP'10) held in conjunction with the ACM SIGKDD 2010, on July 25th in Washington, DC, USA. We report in detail on the motivation, goals, and the research issues addressed in the talks at this full-day workshop. More information can be found at: http://www.usefulpatterns.org